Open access
Jul 2026
An Adaptive Scheduling Algorithm Integrating Hierarchical Reinforcement Learning and Semi-Markov Decision Processes
Simulation results in multi-constraint environments demonstrate that the Adaptive Hierarchical Semi-Markov Decision Process (AH-SMDP) framework effectively improves scheduling performance compared to standard MAPPO and PPO algorithms.
Feng Wang, Bingwei Ding, Fangchao Tian et al.
· Applied Sciences · 0 citations